mirror of
https://github.com/Stone-Red-Code/dvc.git
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Peter Rowlands (변기호)
8252ae5f3c
* experiments: enable by default, support no_scm * mark experiments option obsolete
153 lines
3.7 KiB
Python
153 lines
3.7 KiB
Python
import pytest
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from dvc.cli import parse_args
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from dvc.command.experiments import (
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CmdExperimentsApply,
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CmdExperimentsBranch,
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CmdExperimentsDiff,
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CmdExperimentsGC,
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CmdExperimentsRun,
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CmdExperimentsShow,
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)
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from dvc.dvcfile import PIPELINE_FILE
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from dvc.exceptions import InvalidArgumentError
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from .test_repro import default_arguments as repro_arguments
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def test_experiments_apply(dvc, scm, mocker):
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cli_args = parse_args(["experiments", "apply", "exp_rev"])
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assert cli_args.func == CmdExperimentsApply
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cmd = cli_args.func(cli_args)
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m = mocker.patch("dvc.repo.experiments.apply.apply", return_value={})
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assert cmd.run() == 0
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m.assert_called_once_with(cmd.repo, "exp_rev")
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def test_experiments_diff(dvc, scm, mocker):
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cli_args = parse_args(
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[
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"experiments",
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"diff",
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"HEAD~10",
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"HEAD~1",
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"--all",
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"--show-json",
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"--show-md",
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"--old",
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"--precision",
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"10",
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]
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)
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assert cli_args.func == CmdExperimentsDiff
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cmd = cli_args.func(cli_args)
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m = mocker.patch("dvc.repo.experiments.diff.diff", return_value={})
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assert cmd.run() == 0
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m.assert_called_once_with(
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cmd.repo, a_rev="HEAD~10", b_rev="HEAD~1", all=True
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)
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def test_experiments_show(dvc, scm, mocker):
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cli_args = parse_args(
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[
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"experiments",
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"show",
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"--all-tags",
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"--all-branches",
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"--all-commits",
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"--sha",
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]
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)
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assert cli_args.func == CmdExperimentsShow
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cmd = cli_args.func(cli_args)
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m = mocker.patch("dvc.repo.experiments.show.show", return_value={})
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assert cmd.run() == 0
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m.assert_called_once_with(
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cmd.repo,
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all_tags=True,
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all_branches=True,
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all_commits=True,
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sha_only=True,
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)
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@pytest.mark.parametrize(
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"args, resume", [(["exp", "run"], None), (["exp", "resume"], ":last")]
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)
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def test_experiments_run(dvc, scm, mocker, args, resume):
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default_arguments = {
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"params": [],
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"name": None,
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"queue": False,
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"run_all": False,
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"jobs": None,
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"checkpoint_resume": resume,
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}
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default_arguments.update(repro_arguments)
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cmd = CmdExperimentsRun(parse_args(args))
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mocker.patch.object(cmd.repo, "reproduce")
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mocker.patch.object(cmd.repo.experiments, "run")
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cmd.run()
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cmd.repo.experiments.run.assert_called_with(
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PIPELINE_FILE, **default_arguments
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)
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def test_experiments_gc(dvc, scm, mocker):
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cli_args = parse_args(
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[
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"exp",
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"gc",
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"--workspace",
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"--all-tags",
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"--all-branches",
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"--all-commits",
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"--queued",
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"--force",
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]
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)
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assert cli_args.func == CmdExperimentsGC
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cmd = cli_args.func(cli_args)
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m = mocker.patch("dvc.repo.experiments.gc.gc", return_value={})
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assert cmd.run() == 0
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m.assert_called_once_with(
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cmd.repo,
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workspace=True,
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all_tags=True,
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all_branches=True,
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all_commits=True,
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queued=True,
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)
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cli_args = parse_args(["exp", "gc"])
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cmd = cli_args.func(cli_args)
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with pytest.raises(InvalidArgumentError):
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cmd.run()
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def test_experiments_branch(dvc, scm, mocker):
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cli_args = parse_args(["experiments", "branch", "expname", "branchname"])
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assert cli_args.func == CmdExperimentsBranch
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cmd = cli_args.func(cli_args)
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m = mocker.patch("dvc.repo.experiments.branch.branch", return_value={})
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assert cmd.run() == 0
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m.assert_called_once_with(cmd.repo, "expname", "branchname")
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